A Qualitative System Identification Method

نویسنده

  • Shinji ABE
چکیده

A Qualitative System Identification Method A method which can qualitatively identify a dynamical system according to qualitative descriptions about the behavior of the observed system is proposed . The system identification problem is well known especially in control theory . It involves the identification of the causal structure of systems according to observed behabvior . We introduce a Qualitative System Identification Method based on Qualitative Reasoning . The proposed method determines the most likely constraints that can satisfy a given observation set . Our approach takes an analytical approach to the modeling process which generates a mathematical model of an observed dynamical system according to its behavior . AI topic : qualitative system identification , identification of causal structure Domain area : mathematical modeling Language/Tool : CommonLisp / SparcStation

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تاریخ انتشار 2003